The drive home was a blur. She kept replaying the conversation in her head, the words "misidentified" and "incorrect" like a broken record. Her hands tightened around the steering wheel, knuckles white. The road ahead was a ribbon of grey.

She pulled into her driveway, the familiar sight of her house offering no comfort. She sat in the car, unmoving, staring at the front door. The simple act of getting out felt insurmountable. Her chest was tight.

She just wanted to disappear, to rewind the clock, to have never walked into that clinic.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290